In the last decade, soundscapes have become one of the most active topic...
The application of Bayesian inference for the purpose of model selection...
This survey gives an overview of Monte Carlo methodologies using surroga...
We propose a novel adaptive importance sampling scheme for Bayesian inve...
Monte Carlo methods are the standard procedure for estimating complicate...
Understanding systems by forward and inverse modeling is a recurrent top...
Numerical integration and emulation are fundamental topics across scient...